The newspaper clipping, tucked away in a drawer, felt like a venomous snake in her hand. The grainy photo of the house, surrounded by flashing lights. The headline: *Local Woman Found Dead*. She’d purchased the house on a whim, after the divorce. Now, she felt a profound sense of betrayal.

She found herself pacing the living room, her movements jerky and erratic. The gentle curve of the sofa, the light filtering through the window, no longer seemed comforting. She wanted to scream.

She crumpled the clipping in her fist, the paper tearing. The feeling in her gut wasn’t fear, not exactly. It was something darker, a smoldering resentment that threatened to erupt.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

This story is one of 1,000 stories generated for the emotion hostile. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 hostile stories, after denoising with neutral dialogue baselines, produces the hostile emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the hostile vector is projected through the unembedding matrix.

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273